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Fully Homomorphic Encryption

Meaning

Fully Homomorphic Encryption (FHE) is an advanced cryptographic method that permits complex computations, such as statistical analysis or machine learning, to be performed directly on encrypted hormonal health data without ever decrypting it. This groundbreaking technology allows researchers and clinical algorithms to derive meaningful insights from patient data, such as calculating average hormone ratios or identifying predictive biomarkers, while the data remains mathematically protected in its cipher text form. FHE is a transformative tool for privacy-preserving computation in personalized endocrinology, enabling collaborative research on sensitive patient cohorts.